fantasticwyc's repositories
Statistical-Learning-Method_Code
手写实现李航《统计学习方法》书中全部算法
DeepLearning
Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现
eat_tensorflow2_in_30_days
Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋
numpy-ml
Machine learning, in numpy
ai-edu
AI education materials for Chinese students, teachers and IT professionals.
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
nndl.github.io
《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning
deeplearning_ai_books
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
MIT-Linear-Algebra-Notes
Notes for MIT-Linear-Algebra
dimensionality_reduction_alo_codes
特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现
sql_must_konw
sql必知必会
SQL_XMind
极客时间《SQL必知必会》思维导图
py4e-4courses
Python for Everybody Specialization - University of Michigan - Coursera
teaching
My teaching materials
mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Hands-on-Machine-Learning
A series of Jupyter notebooks with Chinese comment that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
PowerBI-visuals
Documentation for creating visuals for Power BI
Analyzing-Visualizing-Data-PowerBI
This repository contains the lab files and other resources for the free Microsoft course DAT207x: Analyzing and Visualizing Data with Power BI. To learn how to connect, explore, and visualize data with Power BI, sign up for this course on edX.
dlbook_notation
LaTeX files for the Deep Learning book notation
Learn_Machine_Learning_in_3_Months
This is the code for "Learn Machine Learning in 3 Months" by Siraj Raval on Youtube
dat248x
DAT248x: Analytics Storytelling for Impact Assets
stat212b
Topics Course on Deep Learning UC Berkeley
py4e-4_using_databases_with_python
Python Programming
python-machine-learning-book
The "Python Machine Learning" book code repository and info resource